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simde simd-everywhere

253

2.4k

mit

52

Implementations of SIMD instruction sets for systems which don't natively support them.

Created 2017-03-28

3,052 commits to master branch, last one about a month ago

xsimd xtensor-stack

258

2.2k

bsd-3-clause

71

C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE))

avx cpp sse sve neon simd avx512 vectorization c-plus-plus-11 simd-intrinsics simd-instructions mathematical-functions

Created 2016-02-19

1,701 commits to master branch, last one 7 days ago

llama2.mojo tairov

142

2.1k

mit

28

Inference Llama 2 in one file of pure 🔥

mojo simd llama llama2 tensor modular inference parallelize performance vectorization transformer-architecture

Created 2023-09-10

124 commits to master branch, last one 6 months ago

from-python-to-numpy rougier

340

2.1k

other

56

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

book numpy python cc-by-nc-sa open-access vectorization

Created 2016-11-10

254 commits to master branch, last one 10 months ago

Vc VcDevel

151

1.5k

bsd-3-clause

66

SIMD Vector Classes for C++

avx cpp sse avx2 neon simd cpp11 cpp14 cpp17 avx512 parallel portable c-plus-plus simd-vector data-parallel vectorization simd-programming simd-instructions parallel-computing

Created 2014-02-25

5,010 commits to 1.4 branch, last one 5 months ago

incubator-gluten apache

437

1.2k

apache-2.0

40

Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.

simd arrow velox spark-sql clickhouse vectorization

Created 2021-12-06

4,192 commits to main branch, last one 22 hours ago

neanderthal uncomplicate

56

1.1k

epl-1.0

40

Fast Clojure Matrix Library

api gpu cuda java gpgpu matrix opencl clojure gpu-computing vectorization clojure-library matrix-functions matrix-calculations matrix-factorization matrix-multiplication high-performance-computing

Created 2014-08-14

738 commits to master branch, last one 24 hours ago

text2vec dselivanov

136

853

other

54

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

glove word2vec text-mining vectorization topic-modeling word-embeddings latent-dirichlet-allocation natural-language-processing

Created 2015-08-05

636 commits to master branch, last one 3 months ago

doc-chatbot dissorial

138

828

unknown

12

Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.

chat gpt-3 gpt-4 nextjs openai chatbot reactjs mongoose pinecone langchain openai-api typescript tailwindcss vectorization pdf-processing document-embedding

Created 2023-05-06

73 commits to master branch, last one about a year ago

sleef shibatch

132

667

bsl-1.0

34

SIMD Library for Evaluating Elementary Functions, vectorized libm and DFT

Created 2016-01-03

479 commits to master branch, last one 9 days ago

superlinked superlinked

41

630

apache-2.0

20

A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.

ml etl llm nlp mlops python retrieval embeddings data-pipeline deep-learning vector-search vectorization semantic-search vector-database information-retrieval natural-language-processing retrieval-augmented-generation

Created 2023-11-07

731 commits to main branch, last one 19 hours ago

Cranium 100

56

592

mit

25

🤖 A portable, header-only, artificial neural network library written in C99

c c99 blas cblas matrix embedded portable efficient travis-ci regression header-only vectorization classification neural-network machine-learning continuous-integration artificial-neural-networks feedforward-neural-network

Created 2016-12-25

49 commits to master branch, last one 7 years ago

autotrace autotrace

88

534

gpl-2.0

18

bitmap to vector graphics converter

svg hacktoberfest vectorization

Created 2013-07-23

709 commits to master branch, last one 7 months ago

gerbolyze jaseg

32

351

agpl-3.0

22

Directly render SVG overlays into Gerber and Excellon files

art pcb svg ecad gerber opencv python rs274x pcb-art python3 graphics pcb-design electronics vectorization vector-graphics computer-graphics computer-graphics-algorithms

Created 2017-11-25

378 commits to main branch, last one about a month ago

VectorizedMultiAgentSimulator proroklab

68

346

gpl-3.0

9

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of ...

Created 2022-05-12

591 commits to main branch, last one 15 days ago

OpenCL-Wrapper ProjectPhysX

36

324

other

10

OpenCL is the most powerful programming language ever created. Yet the OpenCL C++ bindings are cumbersome and the code overhead prevents many people from getting started. I created this lightweight Op...

gpu gpgpu opencl gpu-computing vectorization gpgpu-computing gpu-programming gpu-acceleration vector-processor

Created 2022-01-22

114 commits to master branch, last one 5 days ago

KuiBaDB KuiBaDB

24

317

apache-2.0

11

Another OLAP database

sql olap rust spanner hologres postgres rust-lang postgresql transaction transactions olap-database vectorization columnar-storage vectorized-computation

Created 2020-11-20

44 commits to master branch, last one 2 years ago

hybridizer-basic-samples altimesh

32

237

mit

23

Examples of C# code compiled to GPU by hybridizer

avx gpu avx2 cuda avx512 dotnet compiler parallel optimization vectorization visual-studio hybridizer-essentials

Created 2017-03-09

300 commits to master branch, last one about a year ago

keras-llm-robot smalltong02

31

228

apache-2.0

2

A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.

llm rag faiss gemini milvus chatbot chatgpt fastchat pgvector streamlit multimodal knowledgebase vectorization speech-to-text text-to-speech code-interpreter

Created 2023-11-02

334 commits to main branch, last one 4 months ago

embedditor IngestAI

15

221

agpl-3.0

3

⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation wi...

ml llm nlp php nltk veml genai laravel embeddings datascience vector-search vectorization markup-language vector-database datapreprocessing embedding-vectors

Created 2023-05-19

180 commits to main branch, last one about a year ago

virtual_sketching MarkMoHR

43

211

apache-2.0

9

[SIGGRAPH 2021] General Virtual Sketching Framework for Vector Line Art

sketch line-art siggraph vectorization photo-to-sketch sketch-simplification

Created 2021-04-21

23 commits to main branch, last one 4 months ago

Scalable-Vector-Graphics-Plugin-for-Paint.NET otuncelli

18

203

gpl-2.0

8

This is a paint.net filetype plugin for loading SVG (Scalable Vector Graphics) and its compressed variant SVGZ files. SVG files can be rendered as a flat image or each element/group on a separate laye...